Source code for airflow.providers.informatica.plugins.listener
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# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
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from __future__ import annotations
import logging
from typing import TYPE_CHECKING
from airflow.listeners import hookimpl
from airflow.providers.informatica.extractors import InformaticaLineageExtractor
from airflow.providers.informatica.hooks.edc import InformaticaEDCHook
if TYPE_CHECKING:
from airflow.models import TaskInstance
from airflow.utils.state import TaskInstanceState
_informatica_listener: InformaticaListener | None = None
[docs]
class InformaticaListener:
"""Informatica listener sends events on task instance state changes to Informatica EDC for lineage tracking."""
def __init__(self):
self._executor = None
# self.extractor_manager = ExtractorManager()
@hookimpl
[docs]
def on_task_instance_success(
self, previous_state: TaskInstanceState, task_instance: TaskInstance, *args, **kwargs
):
self._handle_lineage(task_instance, state="success")
@hookimpl
[docs]
def on_task_instance_failed(
self, previous_state: TaskInstanceState, task_instance: TaskInstance, *args, **kwargs
):
self._handle_lineage(task_instance, state="failed")
@hookimpl
[docs]
def on_task_instance_running(
self, previous_state: TaskInstanceState, task_instance: TaskInstance, *args, **kwargs
):
self._handle_lineage(task_instance, state="running")
def _handle_lineage(self, task_instance: TaskInstance, state: str):
"""
Handle lineage resolution for inlets and outlets.
For each inlet and outlet, resolve Informatica EDC object IDs using getObject.
If valid, collect and create lineage links between all valid inlets and outlets.
"""
task = getattr(task_instance, "task", None)
if not task:
self.log.debug("No task found for TaskInstance %s", task_instance)
return
inlets = getattr(task, "inlets", getattr(task_instance, "inlets", []))
outlets = getattr(task, "outlets", getattr(task_instance, "outlets", []))
valid_inlets = [] # List of tuples: (uri, object_id)
valid_outlets = []
self.log.info("[InformaticaLineageListener] Task: %s State: %s", task_instance.task_id, state)
if state != "success":
self.log.info("[InformaticaLineageListener] Skipping lineage handling for state: %s", state)
return
for inlet in inlets:
inlet_uri = None
if isinstance(inlet, dict) and "dataset_uri" in inlet:
inlet_uri = inlet["dataset_uri"]
elif isinstance(inlet, str):
inlet_uri = inlet
else:
self.log.error("Inlet is not a string or dict with 'dataset_uri': %s", inlet)
continue
self.log.info("[InformaticaLineageListener] Inlet: %s and type: %s", inlet_uri, type(inlet))
try:
obj = self.hook.get_object(inlet_uri)
if obj and "id" in obj and obj["id"]:
valid_inlets.append((inlet_uri, obj["id"]))
except Exception as e:
self.log.exception("Failed to resolve inlet %s: %s", inlet_uri, e)
for outlet in outlets:
outlet_uri = None
if isinstance(outlet, dict) and "dataset_uri" in outlet:
outlet_uri = outlet["dataset_uri"]
elif isinstance(outlet, str):
outlet_uri = outlet
else:
self.log.error("Outlet is not a string or dict with 'dataset_uri': %s", outlet)
continue
self.log.info("[InformaticaLineageListener] Outlet: %s", outlet_uri)
try:
obj = self.hook.get_object(outlet_uri)
if obj and "id" in obj and obj["id"]:
valid_outlets.append((outlet_uri, obj["id"]))
except Exception as e:
self.log.warning("Failed to resolve outlet %s: %s", outlet_uri, e)
# Create lineage links between all valid inlet and outlet object IDs
for inlet_uri, inlet_id in valid_inlets:
for outlet_uri, outlet_id in valid_outlets:
try:
self.log.info(
"[InformaticaLineageListener] Creating lineage link: %s (%s) -> %s (%s)",
inlet_uri,
inlet_id,
outlet_uri,
outlet_id,
)
result = self.hook.create_lineage_link(inlet_id, outlet_id)
self.log.info("Lineage link created: %s -> %s | Result: %s", inlet_id, outlet_id, result)
except Exception as e:
self.log.exception(
"Failed to create lineage link from %s to %s: %s", inlet_id, outlet_id, e
)
[docs]
def get_informatica_listener() -> InformaticaListener:
"""Get singleton listener manager."""
global _informatica_listener
if not _informatica_listener:
_informatica_listener = InformaticaListener()
return _informatica_listener